{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T04:22:33Z","timestamp":1743049353824,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":53,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642303401"},{"type":"electronic","value":"9783642303418"}],"license":[{"start":{"date-parts":[[2013,1,1]],"date-time":"2013-01-01T00:00:00Z","timestamp":1356998400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2013,1,1]],"date-time":"2013-01-01T00:00:00Z","timestamp":1356998400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-30341-8_7","type":"book-chapter","created":{"date-parts":[[2012,8,13]],"date-time":"2012-08-13T14:30:18Z","timestamp":1344868218000},"page":"93-136","source":"Crossref","is-referenced-by-count":1,"title":["Classifiers Based on Data Sets and Domain Knowledge: A Rough Set Approach"],"prefix":"10.1007","author":[{"given":"Jan G.","family":"Bazan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stanis\u0142awa","family":"Bazan-Socha","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sylwia","family":"Buregwa-Czuma","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Przemys\u0142aw Wiktor","family":"Pardel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrzej","family":"Skowron","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Barbara","family":"Soko\u0142owska","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"7_CR1","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-19345-3","volume-title":"Process Mining: Discovery, Conformance and Enhancement of Business Processes","author":"W.M.P. van der Aalst","year":"2011","unstructured":"van der Aalst, W.M.P.: Process Mining: Discovery, Conformance and Enhancement of Business Processes. Springer, Berlin (2011)"},{"key":"7_CR2","volume-title":"Practical Statistics for Medical Research","author":"D.G. Altman","year":"1997","unstructured":"Altman, D.G.: Practical Statistics for Medical Research. Chapman and Hall\/CRC, London (1997)"},{"key":"7_CR3","volume-title":"Dynamics of Complex Systems","author":"Y. Bar-Yam","year":"1997","unstructured":"Bar-Yam, Y.: Dynamics of Complex Systems. Addison-Wesley, New York (1997)"},{"key":"7_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"474","DOI":"10.1007\/978-3-540-89876-4_26","volume-title":"Transactions on Rough Sets IX","author":"J.G. Bazan","year":"2008","unstructured":"Bazan, J.G.: Hierarchical Classifiers for Complex Spatio-temporal Concepts. In: Peters, J.F., Skowron, A., Rybi\u0144ski, H. (eds.) Transactions on Rough Sets IX. LNCS, vol.\u00a05390, pp. 474\u2013750. Springer, Heidelberg (2008)"},{"key":"7_CR5","first-page":"777","volume-title":"Handbook of Granular Computing","author":"J.G. Bazan","year":"2008","unstructured":"Bazan, J.G.: Rough sets and granular computing in behavioral pattern identification and planning. In: Pedrycz, W., Skowron, A., Kreinovich, V. (eds.) Handbook of Granular Computing, pp. 777\u2013799. John Wiley & Sons, The Atrium (2008)"},{"key":"7_CR6","series-title":"Informatik-Bericht","first-page":"388","volume-title":"Proceedings of the Workshop on Concurrency, Specification, and Programming (CS&P 2006)","author":"J.G. Bazan","year":"2006","unstructured":"Bazan, J.G., Kruczek, P., Bazan-Socha, S., Skowron, A., Pietrzyk, J.: Automatic planning based on rough set tools: Towards supporting treatment of infants with respiratory failure. In: Proceedings of the Workshop on Concurrency, Specification, and Programming (CS&P 2006), Wandlitz, Germany, September 27-29. Informatik-Bericht, vol.\u00a0170, pp. 388\u2013399. Humboldt University, Berlin (2006)"},{"key":"7_CR7","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"418","DOI":"10.1007\/11908029_44","volume-title":"Rough Sets and Current Trends in Computing","author":"J.G. Bazan","year":"2006","unstructured":"Bazan, J.G., Kruczek, P., Bazan-Socha, S., Skowron, A., Pietrzyk, J.: Automatic Planning of Treatment of Infants with Respiratory Failure Through Rough Set Modeling. In: Greco, S., Hata, Y., Hirano, S., Inuiguchi, M., Miyamoto, S., Nguyen, H.S., S\u0142owi\u0144ski, R. (eds.) RSCTC 2006. LNCS (LNAI), vol.\u00a04259, pp. 418\u2013427. Springer, Heidelberg (2006)"},{"unstructured":"Bazan, J.G., Kruczek, P., Bazan-Socha, S., Skowron, A., Pietrzyk, J.: Risk pattern identification in the treatment of infants with respiratory failure through rough set modeling. In: Proceedings of the Eleventh Conference of Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2006), Paris, France, July 2-7, pp. 2650\u20132657 (2006)","key":"7_CR8"},{"issue":"1-4","key":"7_CR9","first-page":"27","volume":"75","author":"J.G. Bazan","year":"2007","unstructured":"Bazan, J.G., Kruczek, P., Bazan-Socha, S., Skowron, A., Pietrzyk, J.: Rough set approach to behavioral pattern identification. Fundamenta Informaticae\u00a075(1-4), 27\u201347 (2007)","journal-title":"Fundamenta Informaticae"},{"key":"7_CR10","series-title":"Advances in Soft Computing","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1007\/3-540-32370-8_13","volume-title":"Monitoring, Security, and Rescue Techniques in Multiagent Systems","author":"J.G. Bazan","year":"2005","unstructured":"Bazan, J.G., Skowron, A.: Classifiers based on approximate reasoning schemes. In: Dunin-K\u0119plicz, B., Jankowski, A., Skowron, A., Szczuka, M. (eds.) Monitoring, Security, and Rescue Techniques in Multiagent Systems. Advances in Soft Computing, pp. 191\u2013202. Springer, Heidelberg (2005)"},{"key":"7_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ecocom.2007.02.017","volume":"4","author":"S.R. Borrett","year":"2007","unstructured":"Borrett, S.R., Bridewell, W., Langley, P., Arrigo, K.R.: A method for representing and developing process models. Ecological Complexity\u00a04, 1\u201312 (2007)","journal-title":"Ecological Complexity"},{"issue":"3","key":"7_CR12","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1214\/ss\/1009213726","volume":"16","author":"L. Breiman","year":"2001","unstructured":"Breiman, L.: Statistical modeling: the two cultures. Statistical Science\u00a016(3), 199\u2013231 (2001)","journal-title":"Statistical Science"},{"issue":"48","key":"7_CR13","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1145\/1060710.1060736","volume":"5","author":"A. Desai","year":"2005","unstructured":"Desai, A.: Adaptive complex enterprises. Communications ACM\u00a05(48), 32\u201335 (2005)","journal-title":"Communications ACM"},{"key":"7_CR14","volume-title":"Knowledge Engineering: A Rough Set Approach","author":"P. Doherty","year":"2006","unstructured":"Doherty, P., \u0141ukaszewicz, W., Skowron, A., Sza\u0142as, A.: Knowledge Engineering: A Rough Set Approach. Springer, Heidelberg (2006)"},{"issue":"15","key":"7_CR15","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1007\/s10618-007-0069-7","volume":"1","author":"P. Domingos","year":"2007","unstructured":"Domingos, P.: Toward knowledge-rich data mining. Data Mining and Knowledge Discovery\u00a01(15), 21\u201328 (2007)","journal-title":"Data Mining and Knowledge Discovery"},{"key":"7_CR16","volume-title":"The Elements of Statistical Learning: Data Mining, Inference, and Prediction","author":"J. Friedman","year":"2001","unstructured":"Friedman, J., Hastie, T., Tibshirani, R.: The Elements of Statistical Learning: Data Mining, Inference, and Prediction, vol.\u00a0I-V. Springer, Heidelberg (2001)"},{"unstructured":"Guarino, N.: Formal ontology and information systems. In: Proceedings of the First International Conference on Formal Ontology in Information Systems (FOIS 1998), Trento, Italy, June 6-8, pp. 3\u201315. IOS Press (1998)","key":"7_CR17"},{"volume-title":"Handbook of Risk Theory: Epistemology, Decision Theory, Ethics, and Social Implications of Risk","year":"2012","unstructured":"Hillerbrand, R., Sandin, P., Peterson, M., Roeser, S. (eds.): Handbook of Risk Theory: Epistemology, Decision Theory, Ethics, and Social Implications of Risk. Springer, Berlin (2012)","key":"7_CR18"},{"key":"7_CR19","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/11691839_1","volume-title":"Learning and Adaption in Multi-Agent Systems","author":"P.J. Hoen","year":"2006","unstructured":"Hoen, P.J., Tuyls, K., Panait, L., Luke, S., Poutr\u00e9, J.A.L.: An Overview of Cooperative and Competitive Multiagent Learning. In: Tuyls, K., \u2019t Hoen, P.J., Verbeeck, K., Sen, S. (eds.) LAMAS 2005. LNCS (LNAI), vol.\u00a03898, pp. 1\u201346. Springer, Heidelberg (2006)"},{"key":"7_CR20","volume-title":"An Introduction to Expert Systems","author":"J.P. Ignizio","year":"1991","unstructured":"Ignizio, J.P.: An Introduction to Expert Systems. McGraw-Hill, New York (1991)"},{"unstructured":"Jarrar, M.: Towards Methodological Principles for Ontology Engineering. Ph.D. thesis, Vrije Universiteit Brussel (2005)","key":"7_CR21"},{"key":"7_CR22","volume-title":"Theories of Vagueness","author":"R. Keefe","year":"2000","unstructured":"Keefe, R.: Theories of Vagueness. Cambridge University Press, New York (2000)"},{"volume-title":"Handbook of Knowledge Discovery and Data Mining","year":"2002","unstructured":"Kloesgen, E., Zytkow, J. (eds.): Handbook of Knowledge Discovery and Data Mining. Oxford University Press, Oxford (2002)","key":"7_CR23"},{"issue":"15","key":"7_CR24","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1007\/s10618-007-0067-9","volume":"1","author":"H.P. Kriegel","year":"2007","unstructured":"Kriegel, H.P., Borgwardt, K.M., Kr\u00f6ger, P., Pryakhin, A., Schubert, M., Zimek, A.: Future trends in data mining. Data Mining and Knowledge Discovery\u00a01(15), 87\u201397 (2007)","journal-title":"Data Mining and Knowledge Discovery"},{"key":"7_CR25","first-page":"33","volume":"27","author":"P. Langley","year":"2006","unstructured":"Langley, P.: Cognitive architectures and general intelligent systems. AI Magazine\u00a027, 33\u201344 (2006)","journal-title":"AI Magazine"},{"key":"7_CR26","volume-title":"Autonomy Oriented Computing: From Problem Solving to Complex Systems Modeling","author":"J. Liu","year":"2005","unstructured":"Liu, J., Jin, X., Tsui, K.: Autonomy Oriented Computing: From Problem Solving to Complex Systems Modeling. Kluwer\/Springer, Heidelberg (2005)"},{"key":"7_CR27","volume-title":"Agent technology: Computing as interaction. a roadmap for agent-based computing. Agentlink iii, the european coordination action for agent-based computing","author":"M. Luck","year":"2005","unstructured":"Luck, M., McBurney, P., Shehory, O., Willmott, S.: Agent technology: Computing as interaction. a roadmap for agent-based computing. Agentlink iii, the european coordination action for agent-based computing. University of Southampton, UK (2005)"},{"unstructured":"Michalski, R., et al. (eds.): Machine Learning, vol.\u00a0I-IV. Morgan Kaufmann, Los Altos (1983, 1986, 1990, 1994)","key":"7_CR28"},{"key":"7_CR29","volume-title":"Machine learning, neural and statistical classification","author":"D. Michie","year":"1994","unstructured":"Michie, D., Spiegelhalter, D.J., Taylor, C.C.: Machine learning, neural and statistical classification. Ellis Horwood Limited, England (1994)"},{"key":"7_CR30","volume-title":"Machine Learning","author":"T.M. Mitchel","year":"1997","unstructured":"Mitchel, T.M.: Machine Learning. McGraw-Hill, Boston (1997)"},{"unstructured":"Pancerz, K., Suraj, Z.: Rough sets for discovering concurrent system models from data tables. In: Hassanien, A.E., Suraj, Z., \u015al\u0119zak, D., Lingras, P. (eds.) Rough Computing: Theories, Technologies and Applications. Idea Group, Inc. (2007)","key":"7_CR31"},{"key":"7_CR32","volume-title":"D: System Theory, Knowledge Engineering and Problem Solving","author":"Z. Pawlak","year":"1991","unstructured":"Pawlak, Z.: Rough Sets: Theoretical Aspects of Reasoning about Data. In: D: System Theory, Knowledge Engineering and Problem Solving, vol.\u00a09, Kluwer Academic Publishers, Dordrecht (1991)"},{"key":"7_CR33","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.ins.2006.06.003","volume":"177","author":"Z. Pawlak","year":"2007","unstructured":"Pawlak, Z., Skowron, A.: Rudiments of rough sets. Information Sciences\u00a0177, 3\u201327 (2007)","journal-title":"Information Sciences"},{"key":"7_CR34","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1007\/11427834_7","volume-title":"Transactions on Rough Sets III","author":"J.F. Peters","year":"2005","unstructured":"Peters, J.F.: Rough Ethology: Towards a Biologically-Inspired Study of Collective Behavior in Intelligent Systems with Approximation Spaces. In: Peters, J.F., Skowron, A. (eds.) Transactions on Rough Sets III. LNCS, vol.\u00a03400, pp. 153\u2013174. Springer, Heidelberg (2005)"},{"key":"7_CR35","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ins.2006.06.004","volume":"177","author":"J.F. Peters","year":"2007","unstructured":"Peters, J.F., Skowron, A.: Zdzis\u0142aw Pawlak life and work (1926\u20132006). Information Sciences\u00a0177, 1\u20132 (2007)","journal-title":"Information Sciences"},{"key":"7_CR36","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1007\/11427834_2","volume-title":"Transactions on Rough Sets III","author":"J.G. Bazan","year":"2005","unstructured":"Bazan, J.G., Szczuka, M.S.: The Rough Set Exploration System. In: Peters, J.F., Skowron, A. (eds.) Transactions on Rough Sets III. LNCS, vol.\u00a03400, pp. 37\u201356. Springer, Heidelberg (2005)"},{"key":"7_CR37","series-title":"Lecture Notes in Computer Science","volume-title":"Transactions on Rough Sets IX","year":"2008","unstructured":"Peters, J.F., Skowron, A., Rybi\u0144ski, H. (eds.): Transactions on Rough Sets IX. LNCS, vol.\u00a05390. Springer, Heidelberg (2008)"},{"issue":"50","key":"7_CR38","first-page":"537","volume":"5","author":"T. Poggio","year":"2003","unstructured":"Poggio, T., Smale, S.: The mathematics of learning: Dealing with data. Notices of the American Mathematical Society (AMS)\u00a05(50), 537\u2013544 (2003)","journal-title":"Notices of the American Mathematical Society (AMS)"},{"key":"7_CR39","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1007\/3-540-58495-1_9","volume-title":"Methodologies for Intelligent Systems","author":"L. Polkowski","year":"1994","unstructured":"Polkowski, L., Skowron, A.: Rough Mereology. In: Ra\u015b, Z.W., Zemankova, M. (eds.) ISMIS 1994. LNCS, vol.\u00a0869, pp. 85\u201394. Springer, Heidelberg (1994)"},{"key":"7_CR40","volume-title":"Thinking about Logic: An Introduction to the Philosophy of Logic","author":"S. Read","year":"1994","unstructured":"Read, S.: Thinking about Logic: An Introduction to the Philosophy of Logic. Oxford University Press, New York (1994)"},{"key":"7_CR41","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511812651","volume-title":"Pattern Recognition and Neural Networks","author":"B.D. Ripley","year":"1996","unstructured":"Ripley, B.D.: Pattern Recognition and Neural Networks. Cambridge University Press, Cambridge (1996)"},{"unstructured":"Rough ICE: Project web site, \n                    http:\/\/logic.mimuw.edu.pl\/~bazan\/roughice\/","key":"7_CR42"},{"unstructured":"RSES: Project web site, \n                    http:\/\/logic.mimuw.edu.pl\/~rses","key":"7_CR43"},{"unstructured":"Simulator: Project web site, \n                    http:\/\/logic.mimuw.edu.pl\/~bazan\/simulator","key":"7_CR44"},{"issue":"1","key":"7_CR45","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1016\/j.ins.2011.08.001","volume":"184","author":"A. Skowron","year":"2012","unstructured":"Skowron, A., Stepaniuk, J., Swiniarski, R.W.: Modeling rough granular computing based on approximation spaces. Information Sciences\u00a0184(1), 20\u201343 (2012)","journal-title":"Information Sciences"},{"issue":"11","key":"7_CR46","doi-asserted-by":"publisher","first-page":"933","DOI":"10.1016\/j.robot.2006.05.010","volume":"54","author":"P. Stone","year":"2006","unstructured":"Stone, P., Sridharan, M., Stronger, D., Kuhlmann, G., Kohl, N., Fidelman, P., Jong, N.K.: From pixels to multi-robot decision-making: A study in uncertainty. Robotics and Autonomous Systems\u00a054(11), 933\u2013943 (2006)","journal-title":"Robotics and Autonomous Systems"},{"key":"7_CR47","first-page":"51","volume":"IRSI","author":"Z. Suraj","year":"2004","unstructured":"Suraj, Z.: Discovering concurrent data models and decision algorithms from data: A rough set approach. International Journal on Artificial Intelligence and Machine Learning, IRSI, 51\u201356 (2004)","journal-title":"International Journal on Artificial Intelligence and Machine Learning"},{"unstructured":"The Infobright Community Edition (ICE) Homepage at, \n                    http:\/\/www.infobright.org\/","key":"7_CR48"},{"unstructured":"Unnikrishnan, K.P., Ramakrishnan, N., Sastry, P.S., Uthurusamy, R.: Service-oriented science: Scaling escience impact. In: Proceedings of the Fourth KDD Workshop on Temporal Data Mining: Network Reconstruction from Dynamic Data, The Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data (KDD 2006), Philadelphia, USA, August 20-23 (2006)","key":"7_CR49"},{"unstructured":"Urmson, C., et al.: High speed navigation of unrehearsed terrain: Red team technology for grand challenge. Report CMU-RI-TR-04-37, The Robotics Institute, Carnegie Mellon University (2004)","key":"7_CR50"},{"volume-title":"Statistical Learning Theory","year":"1998","unstructured":"Vapnik, V. (ed.): Statistical Learning Theory. Wiley, New York (1998)","key":"7_CR51"},{"issue":"45","key":"7_CR52","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1109\/81.739259","volume":"1","author":"L.A. Zadeh","year":"1999","unstructured":"Zadeh, L.A.: From computing with numbers to computing with words \u2013 from manipulation of measurements to manipulation of perceptions. IEEE Transactions on Circuits and Systems \u2013 I: Fundamental Theory and Applications\u00a01(45), 105\u2013119 (1999)","journal-title":"IEEE Transactions on Circuits and Systems \u2013 I: Fundamental Theory and Applications"},{"key":"7_CR53","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ins.2005.01.017","volume":"171","author":"L.A. Zadeh","year":"2005","unstructured":"Zadeh, L.A.: Toward a generalized theory of uncertainty (GTU) - an outline. Information Sciences\u00a0171, 1\u201340 (2005)","journal-title":"Information Sciences"}],"container-title":["Intelligent Systems Reference Library","Rough Sets and Intelligent Systems - Professor Zdzis\u0142aw Pawlak in Memoriam"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-30341-8_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,19]],"date-time":"2023-02-19T03:40:08Z","timestamp":1676778008000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-642-30341-8_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642303401","9783642303418"],"references-count":53,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-30341-8_7","relation":{},"ISSN":["1868-4394","1868-4408"],"issn-type":[{"type":"print","value":"1868-4394"},{"type":"electronic","value":"1868-4408"}],"subject":[],"published":{"date-parts":[[2013]]}}}